Li K, Wang J, Shen Q, Ji F, Song Y, Gao R, Ruan M, Hu B, Shen M, Wang Y*. Rigid polyanion architectures enable multiple ion-transport pathways and nanocluster dynamics in composite polymer battery electrolytes, Nat. Nanotechnol. 2026, 21: 1277-1287.

Ji F, Wang J, Wang Y*. Mechanistic study of structural evolution and lithium-ion transport in water-in-polymer-salt electrolyte with rigid-rod polyanion, Macromolecules 2026, 59: 9807-9817.

Wang J, Ju J, Wang Y*. CEMP: an online cheminformatics platform for clean energy materials, J. Cheminform. 2026, DOI: 10.1186/s13321-026-01295-2

Shen Q, Li K, Song Y, Gao R, Li Z, Wang Y*.Realizing ultrathin and highly conductive polymer electrolytes by coupling rigid-rod polyelectrolytes with high-speed electrospinning, Adv. Funct. Mater. 2025, 36: e21332.

Wang J, Sun Y, Chen Q, Ji F, Song Y, Ruan M, Wang Y*. OpenPoly: a polymer database empowering benchmarking and multi-property predictions, Chin. J. Polym. Sci. 2025, 43: 1749-1760.

Gao R, Wang J, Song Y, Li K, Chen Z, Shen Q, Wang Y*.Polymer-salt effects with enhanced eutectic behavior in hydrogel electrolytes for aqueous zinc batteries at −70 °C, Adv. Funct. Mater. 2025, 35: e14585.

Song Y, Ju J, Wang J, Li K, Wang X, Gao R, Lu H, Chao D, Wang Y*. Multi-objective optimization of ionic polymer electrolytes for high-voltage fast-charging and versatile lithium batteries, Adv. Mater. 2025, 37: 2500941.

Wang Y*. Application-oriented design of machine learning paradigms for battery science, npj Comput. Mater. 2025, 11: 89.

Li K, Wang J, Shen Q, Song Y, Gao R, Wang Y*. Interfacial design strategy for polymeric lithium metal batteries with superfast charge-transfer kinetics, Adv. Energy Mater. 2024, 14: 2400956.

Li K, Wang J, Song Y, Wang Y*. Machine learning-guided discovery of ionic polymer electrolytes for lithium metal batteries, Nat. Commun. 2023, 14: 2789.